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๐Ÿฆ– ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป about ๐—Ÿ๐—Ÿ๐— ๐˜€, ๐—Ÿ๐—Ÿ๐— ๐—ข๐—ฝ๐˜€, and ๐˜ƒ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ ๐——๐—•๐˜€ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐˜ด๐˜ฐ๐˜ถ๐˜ณ๐˜ค๐˜ฆ ๐˜ค๐˜ฐ๐˜ฅ๐˜ฆ + ๐˜ท๐˜ช๐˜ฅ๐˜ฆ๐˜ฐ & ๐˜ณ๐˜ฆ๐˜ข๐˜ฅ๐˜ช๐˜ฏ๐˜จ ๐˜ฎ๐˜ข๐˜ต๐˜ฆ๐˜ณ๐˜ช๐˜ข๐˜ญ๐˜ด

License: MIT License

Python 7.60% Makefile 0.40% Shell 0.47% Dockerfile 0.03% Jupyter Notebook 91.50%
bytewax comet-ml huggingface mlops qdrant transformers beam langchain generative-ai llms

hands-on-llms's Introduction

๐Ÿค– Paul Iusztin

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Senior Machine Learning Engineer โ€ข MLOps โ€ข Contractor ~ Helping startups engineer production-ready ML/AI systems.

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About Me

I am a senior machine learning engineer and contractor with 5+ years of experience. I design and implement modular, scalable, and production-ready machine learning systems for startups worldwide.

๐Ÿ”ฅ My true passion is machine learning engineering.

๐Ÿ’› Secretly in love with software engineering.

๐ŸŽจ I enjoy sharing my knowledge through creating content about designing and productionizing ML systems.

๐Ÿช™ I am a blockchain and investing enthusiast.

๐Ÿ‘ฑ๐Ÿป Because I am not 100% a robot, I am also excited about self-development, psychology, cooking, hiking, skiing and my favorites ๐Ÿˆโ€โฌ› cats.


๐Ÿ‘‰ Check out The Full Stack 7-Steps MLOps Framework hands-on free course, where you will learn how to design, train, serve, and monitor an end-to-end ML batch system ~ source code + 2.5 hours of reading & video materials.


About my primary skills

Python

Pytorch

Pandas

Numpy

OpenCV

Linux

Docker

Git

AWS

PostgreSQL

Redis

FastAPI




โšซ๏ธ My top technologies โšซ๏ธ โšซ๏ธ My top interests โšซ๏ธ
โ€ข Python, SQL
โ€ข PyTorch, Scikit-Learn
โ€ข NumPy, Pandas
โ€ข AWS, GCP
โ€ข Docker, FastAPI, Airflow, Kafka, Spark
โ€ข DVC, Weights & Biases, MLFlow
โ€ข PostgreSQL, Elasticsearch, Redis
โ€ข MLOps
โ€ข generative AI
โ€ข computer vision
โ€ข recommender systems
โ€ข batch & online serving
โ€ข continuous training & monitoring
โ€ข REST API, gRPC & streaming design
โ€ข cloud & microservices
โ€ข distributed systems

.

๐Ÿ’ฌ Do you need machine learning solutions for your business? Let's discuss!

.


Let's connect โ†“

linkedin medium substack gmail twitter




โ†ณ Subscribe to my weekly newsletter: Decoding ML


๐ŸŽจ Creating content takes me a lot of time. If you enjoyed my work, you could support me by:

  1. joining Medium through my referral link, you can support me without any extra cost while enjoying limitless access to Mediumโ€™s rich collection of stories;
  2. buying me a coffee.


Thank you โœŒ๐Ÿผ !

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